钱涛.三维数字化标准中国手语库的构建方法[D].哈尔滨:哈尔滨工业大学,2010.QIAN T.Construction method of three-dimensional digital standard Chinese sign language library[D].Harbin:Harbin Institute of Technology,2010.(in Chinese)

艾山江·亚生,阿里甫·库尔班,张丹丹.面向手语信息处理的维吾尔文本采集的研究[J].现代电子技术,2019,42(12):136-139.Ai Shanjiang Asheng,Alifu Kurban,ZHANG D D.Research on Uyghur Text Collection for Sign Language Information Processing[J].Modern Electronic Technology,2019,42(12):136-139.(in Chinese)

汤凌燕.听觉障碍者交际中语码选用和转换的研究[D].上海:华东师范大学特殊教育学,2007.TANG L Y.Study on the Selection and Conversion of Language Codes in Communication of Hearing Impaired People[D].Shanghai:Special Education,East China Normal University,2007.(in Chinese)

中华人民共和国教育部,国家语言文字工作委员会,中国残疾人联合会.汉语手指语字母方案[M].北京:华夏出版社,2018.Ministry of Education of the People's Republic of China,National Language Working Committee,China Disabled Persons'Federation.Chinese Finger Language Alphabet Scheme[M].Beijing:Huaxia Publishing House,2018.(in Chinese)

郝子煜,阿里甫·库尔班,李晓红,等.基于CapsNet的中国手指语识别[J].计算机应用研究,2019,36(10):3157-3159.HAO Z Y,Alifu Kurban,LI X H,et al.Chinese Finger Language Recognition Based on CapsNet[J].Journal of Computer Applications,2019,36(10):3157-3159.(in Chinese)

袁甜甜,赵伟,杨学,等.大规模连续中国手语数据集的创建与分析[J].计算机工程与应用,2019,55(11):110-116.YUAN T T,ZHAO W,YANG X,et al.Creation and analysis of large-scale continuous Chinese sign language data sets[J].Computer Engineering and Applications,2019,55(11):110-116.(in Chinese)

NETO G M R,JUNIOR G B,JOAODALLYSON SOUSA DE ALMEIDA,et al.Sign Language Recognition Based on 3D Convolutional Neural Networks[M]//Image Analysis and Recognition.Springer,Cham,2018.

YANG S,ZHU Q.Continuous Chinese sign language recognition with CNN-LSTM[C]//International Conference on Digital Image Processing.International Society for Optics and Photonics,2017.

JIE H,ZHOU W,LI H,et al.Sign Language Recognition using 3D convolutional neural networks[C].2015 IEEE International Conference on Multimedia and Expo(ICME),2015.

李敬华,淮华瑞,孔德慧,等.基于双通道混合3D-2D RBM模型的手势识别[J].北京工业大学学报,2019,45(5):428-435.LI J H,HUAI H R,KONG D H,et al.Gesture recognition based on dual-channel hybrid 3D-2D RBM model[J].Journal of Beijing University of Technology,2019,45(5):428-435.(in Chinese)

Al-Sowaidi M,WAHID M F,TAFRESHI R,et al.Subject-independent hand gesture recognition using normalization and machine learning algorithms[J].Journal of computational science,2018,27(Jul.):69-76.

HIKAWA H,KAIDA K.Novel FPGA Implementation of Hand Sign Recognition System With SOM-Hebb Classifier[J].IEEE Transactions on Circuits and Systems for Video Technology,2015,25(1):153-166.

徐士海.基于结构特征提取的手语识别系统研究[D].合肥:中国科学技术大学,2015.XU S H.Research on Sign Language Recognition System Based on Structural Feature Extraction[D].Hefei:University of Science and Technology of China,2015.(in Chinese)

易靖国,程江华,库锡树.视觉手势识别综述[J].计算机科学,2016,43(z1):103-108.YI J G,CHENG J H,KU X S.Overview of Visual Gesture Recognition[J].Journal of Frontiers of Computer Science,2016,43(z1):103-108.(in Chinese)

HADJI I,WILDES R P.What Do We Understand About Convolutional Networks?[J].arXiv preprint arXiv:1803.08834,2018.

黄洁,姜志国,张浩鹏,等.基于卷积神经网络的遥感图像舰船目标检测[J].北京航空航天大学学报,2017,43(9):1841-1848.HUANG H,JIANG Z G,ZHANG H P,et al.Ship target detection in remote sensing image based on convolutional neural network[J].Journal of Beijing University of Aeronautics and Astronautics,2017,43(9):1841-1848.(in Chinese)

武红娇.复杂背景下的静态手语识别技术研究[D].沈阳:沈阳工业大学,2017.WU H J.Research on Static Sign Language Recognition Technology under Complex Background[D].Shenyang:Shenyang University of Technology,2017.(in Chinese)

DAI J,LI Y,HE K,et al.R-FCN:Object Detection via Region-based Fully Convolutional Networks[J].2016.什么刊

SHRIVASTAVA A,GUPTA A,GIRSHICK R.Training Region-Based Object Detectors with Online Hard Exampl[C].2016 IEEE Conference on Computer Vision and Pattern Recognition(CVPR)-Las Vegas,NV,USA,2016:761-769.

SHELHAMER E,LONG J,DARRELL T.Fully Convolutional Networks for Semantic Segmentation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2017,39(6):640-651.

REN S,HE K,GIRSHICK R,et al.Faster R-CNN:Towards Real-Time Object Detection with Region Proposal Networks[J].IEEE Transactions on Pattern Analysis&Machine Intelligence,2015,39(6):1137-1149.

温佳静,范红,朱江泽,等.基于FPGA的刀具图像预处理系统研究[J].信息技术与网络安全,2018,37(9):94-96,100.WEN J J,FAN H,ZHU J Z,et al.Research on Tool Image Preprocessing System Based on FPGA[J].Information Technology and Network Security,2018,37(9):94-96,100.(in Chinese)

邓瑞,周玲玲,应忍冬.基于Kinect深度信息的手势提取与识别研究[J].计算机应用研究,2013,30(4):1263-1265,1274.DENG R,ZHOU L L,YING R D.Research on Gesture Extraction and Recognition Based on Kinect Depth Information[J].Journal of Computer Applications,2013,30(4):1263-1265+1274.(in Chinese)

LI S,NI Z,SANG N.Multiple-Classifiers Based Hand Gesture Recognition[C].第七届全国模式识别学术会议(The 7th Chinese Conference on Pattern Recognition,CCPR2016),2016.

孟欣欣,阿里甫·库尔班,吕情深,等.基于迁移学习的自然环境下香梨目标识别研究[J].新疆大学学报(自然科学版),2019,36(04):461-467.MENG X X,Alifu Kurban,LV Q S,et al.Research on Fragrant Pear Target Recognition in Natural Environment Based on Transfer Learning[J].Journal of Xinjiang University(Natural Science Edition),2019,36(04):461-467.(in Chinese)

KRIZHEYSKY A,SUTSKEVER I,HINTON G E.Image Net Classification with Deep Convolutional Neural Networks[J].Communications of the ACM,2017,60(6):84-90.

李静.复杂场景下基于R-FCN的人脸检测研究[D].太原:太原理工大学,2019.LI J.Research on face detection based on R-FCN in complex scenes[D].Taiyuan:Taiyuan University of Technology,2019.(in Chinese)